Efficient violence detection using transfer learning
In recent years several applications, namely in surveillance, human-computer interaction
and video recovery based on its content has studied the detection and recognition of …
and video recovery based on its content has studied the detection and recognition of …
Violence detection in audio: evaluating the effectiveness of deep learning models and data augmentation
Human nature is inherently intertwined with violence, impacting the lives of numerous
individuals. Various forms of violence pervade our society, with physical violence being the …
individuals. Various forms of violence pervade our society, with physical violence being the …
Federated learning for physical violence detection in videos
Domestic violence has increased globally as the COVID-19 pandemic combines with
economic and social stresses. Some works have used traditional feature extractors to …
economic and social stresses. Some works have used traditional feature extractors to …
Comparison of transfer learning behaviour in violence detection with different public datasets
The detection and recognition of violence have been area of interest to research, mainly in
surveillance, Human-Computer Interaction and information retrieval for video based on …
surveillance, Human-Computer Interaction and information retrieval for video based on …
Modelling a deep learning framework for recognition of human actions on video
In Human action recognition, the identification of actions is a system that can detect human
activities. The types of human activity are classified into four different categories, depending …
activities. The types of human activity are classified into four different categories, depending …
Applying multisensor in‐car situations to detect violence
Violence recognition is challenging because it can be presented in very different forms. For
example, it can be present in an image by a person hitting another person or present in …
example, it can be present in an image by a person hitting another person or present in …
Analysis of machine learning algorithms for violence detection in audio
Violence has always been part of humanity, however, there are different types of violence,
with physical violence being the most recurrent in our daily lives. This type of violence …
with physical violence being the most recurrent in our daily lives. This type of violence …
Modelling a Framework to Obtain Violence Detection with Spatial-Temporal Action Localization
C Monteiro, D Durães - World Conference on Information Systems and …, 2022 - Springer
A system that detects and identifies human activities are named Human Action Recognition.
In the video approach, human activity can be classified into four different categories …
In the video approach, human activity can be classified into four different categories …
Weakness evaluation on in-vehicle violence detection: An assessment of X3D, C2D and I3D against FGSM and PGD
When constructing a deep learning model for recognizing violence inside a vehicle, it is
crucial to consider several aspects. One aspect is the computational limitations, and the …
crucial to consider several aspects. One aspect is the computational limitations, and the …
Deep learning and mel-spectrograms for physica violence detection in audio
Há um crescente interesse em sistemas de detecção de violência de forma automática por
meio do áudio ambiente. Neste trabalho, construímos e avaliamos 4 classificadores com …
meio do áudio ambiente. Neste trabalho, construímos e avaliamos 4 classificadores com …